DBScholar

Back to papers

Robust Statistical Analysis on Streaming Data with Near-Duplicates in General Metric Spaces

Summary: Robust streaming statistics for near-duplicates in general metric spaces; sublinear-space algorithms for distinct elements and l0-sampling, with no pre-deduplication. Lower bounds imply noisy general-metric distinct elements are harder than noiseless or Euclidean-noisy settings. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
2014
Venue
PODS
Year
2025
Pagerank
5.093636e-05
Overall Rank
10,651 | 26.93%
DOI
10.1145/3725248

Incoming Non-self Citations Over Time

No non-self incoming citations found for this paper in this database.

Authors

BibTeX Citation

@inproceedings{zhang_pods25,
        address = {New York, NY, USA},
        series = {{PODS} '25},
        title = {{Robust Statistical Analysis on Streaming Data with Near-Duplicates in General Metric Spaces}},
        url = {https://dl.acm.org/doi/10.1145/3725248},
        doi = {10.1145/3725248},
        booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
        publisher = {Association for Computing Machinery},
        author = {Zhang, Qin},
        year = {2025}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
10,156 Frequency Moments in Noisy Streaming and Distributed Data under Mismatch Ambiguity 2026 PODS 5.093636e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
254 Record Linkage: Similarity Measures and Algorithms 2006 SIGMOD 0.00023199211
482 An Optimal Algorithm for the Distinct Elements Problem 2010 PODS 0.00017772185
689 On Synopses for Distinct-Value Estimation Under Multiset Operations 2007 SIGMOD 0.00014940023
777 Tight Bounds for Lp Samplers, Finding Duplicates in Streams, and Related Problems 2011 PODS 0.0001410593
1,146 Graph Sketches: Sparsification, Spanners, and Subgraphs 2012 PODS 0.00011984702
1,783 Data Fusion – Resolving Data Conflicts for Integration 2009 VLDB 9.772895e-05
2,128 Summarizing and Mining Inverse Distributions on Data Streams via Dynamic Inverse Sampling 2005 VLDB 9.1271562e-05
11,897 Distinct Sampling on Streaming Data with Near-Duplicates 2018 PODS 5.093636e-05
12,034 Streaming Algorithms for Robust Distinct Elements 2016 SIGMOD 5.093636e-05
Previous Page 1 / 1 Next

Semantically Similar Papers

# Overall Rank Paper Year Venue
1 2,988 Estimating Statistical Aggregates on Probabilistic Data Streams 2007 PODS
2 10,156 Frequency Moments in Noisy Streaming and Distributed Data under Mismatch Ambiguity 2026 PODS
3 8,070 Towards Metric DBSCAN: Exact, Approximate, and Streaming Algorithms 2024 SIGMOD
4 4,366 Solving k-center Clustering (with Outliers) in MapReduce and Streaming, almost as Accurately as Sequentially 2019 VLDB
5 3,533 Approximately Detecting Duplicates for Streaming Data using Stable Bloom Filters 2006 SIGMOD
6 5,847 MapReduce and Streaming Algorithms for Diversity Maximization in Metric Spaces of Bounded Doubling Dimension 2017 VLDB
7 4,291 A Framework for Adversarially Robust Streaming Algorithms 2020 PODS
8 12,305 Space-Efficient Estimation of Statistics over Sub-Sampled Streams 2012 PODS
9 11,897 Distinct Sampling on Streaming Data with Near-Duplicates 2018 PODS
10 12,034 Streaming Algorithms for Robust Distinct Elements 2016 SIGMOD